1
|
Shanthikumar S, Neeland MR, Maksimovic J, Ranganathan SC, Saffery R. DNA methylation biomarkers of future health outcomes in children. Mol Cell Pediatr 2020; 7:7. [PMID: 32642955 PMCID: PMC7343681 DOI: 10.1186/s40348-020-00099-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 06/25/2020] [Indexed: 11/10/2022] Open
Abstract
Biomarkers which predict future health outcomes are key to the goals of precision health. Such biomarkers do not have to be involved in the causal pathway of a disease, and their performance is best assessed using statistical tests of clinical performance and evaluation of net health impact. DNA methylation is the most commonly studied epigenetic process and represents a potential biomarker of future health outcomes. We review 25 studies in non-oncological paediatric conditions where DNA methylation biomarkers of future health outcomes are assessed. Whilst a number of positive findings have been described, the body of evidence is severely limited by issues with outcome measures, tissue-specific samples, accounting for sample cell type heterogeneity, lack of appropriate statistical testing, small effect sizes, limited validation, and no assessment of net health impact. Future studies should concentrate on careful study design to overcome these issues, and integration of DNA methylation data with other 'omic', clinical, and environmental data to generate the most clinically useful biomarkers of paediatric disease.
Collapse
Affiliation(s)
- Shivanthan Shanthikumar
- Respiratory and Sleep Medicine, Royal Children's Hospital, Flemington Road, Parkville, Melbourne, Victoria, 3052, Australia. .,Respiratory Diseases, Murdoch Children's Research Institute, Melbourne, Australia. .,Department of Paediatrics, The University of Melbourne, Melbourne, Australia.
| | - Melanie R Neeland
- Department of Paediatrics, The University of Melbourne, Melbourne, Australia.,Epigenetics, Murdoch Children's Research Institute, Melbourne, Australia
| | - Jovana Maksimovic
- Respiratory Diseases, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Australia.,Computational Biology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sarath C Ranganathan
- Respiratory and Sleep Medicine, Royal Children's Hospital, Flemington Road, Parkville, Melbourne, Victoria, 3052, Australia.,Respiratory Diseases, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Australia
| | - Richard Saffery
- Department of Paediatrics, The University of Melbourne, Melbourne, Australia.,Epigenetics, Murdoch Children's Research Institute, Melbourne, Australia
| |
Collapse
|
2
|
Çelik-Uzuner S. Enhanced immunological detection of epigenetic modifications of DNA in healthy and cancerous cells by fluorescence microscopy. Microsc Res Tech 2019; 82:1962-1972. [PMID: 31429164 DOI: 10.1002/jemt.23365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 08/05/2019] [Accepted: 08/06/2019] [Indexed: 12/21/2022]
Abstract
Epigenetic modifications of DNA, including methylation, hydroxymethylation, formylation, and carboxylation of cytosines, are proposed to function in gene regulation during reproduction and development. Changes in cytosine methylation are associated with a range of diseases, such as cancer. Immunofluorescence uses specific antibodies to quantitatively detect the global amount of cytosine modifications by fluorescence microscopy. The most critical stage of immunofluorescence is the antigen retrieval to remove the protein content around the DNA, allowing specific antibodies to bind to DNA epitopes. Acid treatments have commonly been used for antigen retrieval. Previously, trypsin was added after acid in the protocol, which increased the amount of detectable DNA methylation. In this study, the protocol was further enhanced by the addition of pepsin, which is able to target charged hydrophobic amino acids in proteins, unlike trypsin, which breaks positive hydrophilic amino acids. The global levels of cytosine modifications in CF-1, HeLa, and AR42J cells were compared using this protocol. In all cells, the sequential treatment of trypsin and pepsin increased the specificity of the staining. With the synergistic effect of the two enzymes, it is possible to target different protein groups packaging DNA molecules and removing them effectively. The findings suggest that this revised protocol can be conveniently used for each cytosine modification in the cells examined, and should be optimized for other cells. These new antigen retrieval conditions may more accurately detect the changes in cytosine modifications during development and in diseases.
Collapse
Affiliation(s)
- Selcen Çelik-Uzuner
- Faculty of Science, Department of Molecular Biology and Genetics, Karadeniz Technical University, Trabzon, Turkey
| |
Collapse
|
3
|
Long HY, Feng L, Kang J, Luo ZH, Xiao WB, Long LL, Yan XX, Zhou L, Xiao B. Blood DNA methylation pattern is altered in mesial temporal lobe epilepsy. Sci Rep 2017; 7:43810. [PMID: 28276448 PMCID: PMC5343463 DOI: 10.1038/srep43810] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 01/31/2017] [Indexed: 12/28/2022] Open
Abstract
Mesial temporal lobe epilepsy (MTLE) is a common epileptic disorder; little is known whether it is associated with peripheral epigenetic changes. Here we compared blood whole genomic DNA methylation pattern in MTLE patients (n = 30) relative to controls (n = 30) with the Human Methylation 450 K BeadChip assay, and explored genes and pathways that were differentially methylated using bioinformatics profiling. The MTLE and control groups showed significantly different (P < 1.03e-07) DNA methylation at 216 sites, with 164 sites involved hyper- and 52 sites hypo- methylation. Two hyper- and 32 hypo-methylated sites were associated with promoters, while 87 hyper- and 43 hypo-methylated sites corresponded to coding regions. The differentially methylated genes were largely related to pathways predicted to participate in anion binding, oxidoreductant activity, growth regulation, skeletal development and drug metabolism, with the most distinct ones included SLC34A2, CLCN6, CLCA4, CYP3A43, CYP3A4 and CYP2C9. Among the MTLE patients, panels of genes also appeared to be differentially methylated relative to disease duration, resistance to anti-epileptics and MRI alterations of hippocampal sclerosis. The peripheral epigenetic changes observed in MTLE could be involved in certain disease-related modulations and warrant further translational investigations.
Collapse
Affiliation(s)
- Hong-Yu Long
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Li Feng
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Jin Kang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Zhao-Hui Luo
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Wen-Biao Xiao
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Li-Li Long
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Xiao-Xin Yan
- Department of Anatomy and Neurobiology, Central South University School of Basic Medicine, Changsha, Hunan 410013, China.,Key Laboratory of Hunan Province in Neurodegenerative Disorders, Changsha, Hunan 410008, China
| | - Luo Zhou
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Bo Xiao
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| |
Collapse
|